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@sallen12 sallen12 commented Jul 9, 2025

Main changes are:

  • Add an additional argument to the CRPS, energy score, variogram score, and Gaussian kernel scores (and weighted versions) that allows different ensemble members to have different weights.
  • Add a weight argument to the variogram score to emphasise different pairs of dimensions.
  • Add parameter checks when calculating the CRPS and log score for parametric distributions. An additional argument "check_pars" is added to the score functions, so that the checks can be removed for more efficient optimisation of the scores as loss functions.
  • Adapt order of parameter arguments when calculating the CRPS and log score. The parameters can now be input positionally.

@sallen12 sallen12 changed the title Docu Changes to function arguments of CRPS and log score Jul 9, 2025
@sallen12 sallen12 changed the title Changes to function arguments of CRPS and log score Changes to function arguments Jul 10, 2025
@sallen12 sallen12 marked this pull request as ready for review July 24, 2025 14:23
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4 participants